基于个人小数据的图书馆联盟用户个性化服务研究
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摘要
文章讨论了图书馆联盟基于用户视角,利用个人小数据开展用户服务的必要性与可能性;结合图书馆联盟目标与数据现状构建了基于小数据的图书馆联盟的数据框架、用户模型与用户个性化服务系统模型;就实现图书馆联盟应用小数据的相关问题进行了讨论并提出了相应的策略。本研究通过构建图书馆联盟小数据服务模型,为图书馆联盟实现数据的共享与精准化服务提供借鉴与参考。
This paper discusses the necessity and possibility of the library alliance to use the small data to carry out user service based on the user perspective.Combining the goals and data of the library alliance,the data framework,user model and user personality of the library alliance based on small data are constructed.The related issues of implementing small data in the library alliance are discussed and corresponding strategies are proposed.This study provides a reference for the library alliance to realize data sharing and precision services.
This paper discusses the necessity and possibility of the library alliance to use the small data to carry out user service based on the user perspective.Combining the goals and data of the library alliance,the data framework,user model and user personality of the library alliance based on small data are constructed.The related issues of implementing small data in the library alliance are discussed and corresponding strategies are proposed.This study provides a reference for the library alliance to realize data sharing and precision services.
引文
[1]Mark T.National and international library collaboration:necessity,advantages[J].Liber Quarterly,2007,17(3-4).DOI:10.18352/l9.7883.
[2]Deborah Estrin.Small data,where n=me[J].Communications of the ACM,2014,57(4):32-34.
[3]“十三五”国家信息化规划[EB/OL].[2018-12-25].http://news.sohu.com/20161227/n477114271.shtml.
[4]中国高等教育文献保障体系[EB/OL].[2019-01-03].http://www.calis.edu.cn.
[5]姚晓霞,陈凌.从共建共享到融合开放:培育高校图书馆资源共享的新生态--纪念中国高等教育文献保障体系(CA-LIS)启动建设20周年[J].大学图书馆学报,2018(6):44-48.
[6]Min M,Reddy S,Shilton K,et al.The personal environmental impact report,as a platform for participatory sensing systems research[C]//PEIR,International Conference on Mobile Systems,2009.
[7]Estrin D,Sim I.Open mHealth architecture:an engine for health care innovation[J].Science,2010,330(6005):759-760.
[8]索传军.网络信息资源组织研究的新视角[J].图书情报工作,2013(7):5-12.
[9]Hsieh C K,Yang L,Wei H,et al.Immersive recommendation:news and event recommendations using personal digital traces[C]//International World Wide Web Conferences Steering Committee,Proceedings of the 25th International Conference on World Wide Web,2016:51-62.
[10]Chen C,Ma J,Susilo Y,et al.The promises of big data and small data for travel behavior(aka human mobility)analysis[J].Transportation Research Part C:Emerging Technologies,2016,68(7):285-299.
[11]李勇,孟小峰,刘继,等.基于小数据的在线用户兴趣长程演化研究[J].计算机研究与发展,2015(4):779-788.
[12]王敏.小数据思维驱动下的公共图书馆信息服务模式研究[J].图书馆学刊,2015(12):77-79.
[13]陈臣.图书馆小数据读者个性化兴趣预测与发现模型的构建[J].图书馆论坛,2017(5):98-105
[14]李立睿,邓仲华.“互联网+”背景下科研用户的小数据融合研究[J].图书情报工作,2016(6):1-6.
[15]刘庆麟.基于小数据的图书馆精准服务研究[J].图书馆工作与研究,2017,1(5):45-50.
[16]王宜鸿,魏雪迎,叶鹰.大小数据集上的信息分析刍议[J].图书馆杂志,2018(12):14-19.
[17]朝乐门,邢春晓,张勇.数据科学研究的现状与趋势[J].计算机科学,2018,45(1):1-13.
[18]Ingwersen P.Cognitive perspectives of information retrieval interaction:elements of a cognitive theory[J].Journal of Documentation,1996,52(1):3-50.
[19]洪颖.基于情境感知的信息检索研究综述[J].图书情报工作,2014(16):143-148.
[20]Hsieh Cheng Kang,Alquaddoomi Faisal,Okeke Fabian,et al.Small data:applications and architecture[C].Proceedings of the Fourth International Conference on Big Data,Small Data,Linked Data and Open Data?.Athens,2018.
[21]维克托·迈尔-舍恩伯格.大数据时代:生活、工作与思维的大变革[M].盛杨燕,周涛,译.杭州:浙江人民出版社,2012:136-156.
[22]Acquisti A,John L,Loewenstein G.What is privacy worth?[J].The Journal of Legal Studies,2013,42(2):249-274.
[23]相丽玲,杨蕙.个人数据信息开发与保护的多学科理论[J].情报理论与实践,2016,39(2):24-27.
[24]Spiekermann S,Korunovska J.Towards a value theory for personal data[J].Journal of Information Technology,2017,32(1):62-84.
[25]潘泉,王增,福梁彦,等.信息融合理论的基本方法与进展(Ⅱ)[J].控制理论与应用,2012,29(10):1233-1244.
[2]Deborah Estrin.Small data,where n=me[J].Communications of the ACM,2014,57(4):32-34.
[3]“十三五”国家信息化规划[EB/OL].[2018-12-25].http://news.sohu.com/20161227/n477114271.shtml.
[4]中国高等教育文献保障体系[EB/OL].[2019-01-03].http://www.calis.edu.cn.
[5]姚晓霞,陈凌.从共建共享到融合开放:培育高校图书馆资源共享的新生态--纪念中国高等教育文献保障体系(CA-LIS)启动建设20周年[J].大学图书馆学报,2018(6):44-48.
[6]Min M,Reddy S,Shilton K,et al.The personal environmental impact report,as a platform for participatory sensing systems research[C]//PEIR,International Conference on Mobile Systems,2009.
[7]Estrin D,Sim I.Open mHealth architecture:an engine for health care innovation[J].Science,2010,330(6005):759-760.
[8]索传军.网络信息资源组织研究的新视角[J].图书情报工作,2013(7):5-12.
[9]Hsieh C K,Yang L,Wei H,et al.Immersive recommendation:news and event recommendations using personal digital traces[C]//International World Wide Web Conferences Steering Committee,Proceedings of the 25th International Conference on World Wide Web,2016:51-62.
[10]Chen C,Ma J,Susilo Y,et al.The promises of big data and small data for travel behavior(aka human mobility)analysis[J].Transportation Research Part C:Emerging Technologies,2016,68(7):285-299.
[11]李勇,孟小峰,刘继,等.基于小数据的在线用户兴趣长程演化研究[J].计算机研究与发展,2015(4):779-788.
[12]王敏.小数据思维驱动下的公共图书馆信息服务模式研究[J].图书馆学刊,2015(12):77-79.
[13]陈臣.图书馆小数据读者个性化兴趣预测与发现模型的构建[J].图书馆论坛,2017(5):98-105
[14]李立睿,邓仲华.“互联网+”背景下科研用户的小数据融合研究[J].图书情报工作,2016(6):1-6.
[15]刘庆麟.基于小数据的图书馆精准服务研究[J].图书馆工作与研究,2017,1(5):45-50.
[16]王宜鸿,魏雪迎,叶鹰.大小数据集上的信息分析刍议[J].图书馆杂志,2018(12):14-19.
[17]朝乐门,邢春晓,张勇.数据科学研究的现状与趋势[J].计算机科学,2018,45(1):1-13.
[18]Ingwersen P.Cognitive perspectives of information retrieval interaction:elements of a cognitive theory[J].Journal of Documentation,1996,52(1):3-50.
[19]洪颖.基于情境感知的信息检索研究综述[J].图书情报工作,2014(16):143-148.
[20]Hsieh Cheng Kang,Alquaddoomi Faisal,Okeke Fabian,et al.Small data:applications and architecture[C].Proceedings of the Fourth International Conference on Big Data,Small Data,Linked Data and Open Data?.Athens,2018.
[21]维克托·迈尔-舍恩伯格.大数据时代:生活、工作与思维的大变革[M].盛杨燕,周涛,译.杭州:浙江人民出版社,2012:136-156.
[22]Acquisti A,John L,Loewenstein G.What is privacy worth?[J].The Journal of Legal Studies,2013,42(2):249-274.
[23]相丽玲,杨蕙.个人数据信息开发与保护的多学科理论[J].情报理论与实践,2016,39(2):24-27.
[24]Spiekermann S,Korunovska J.Towards a value theory for personal data[J].Journal of Information Technology,2017,32(1):62-84.
[25]潘泉,王增,福梁彦,等.信息融合理论的基本方法与进展(Ⅱ)[J].控制理论与应用,2012,29(10):1233-1244.